Can you make Three-Dimensional games in Blender?
Blender itself has a built-in game engine, meaning yes it is not only possible but rather easy to do.
Right here is an excellent tutorial series explaining in detail the process of creating an operating and clean game using Blender Game Engine.
Welcome to Blender SE :)